2 citations · 2 across the 1 of their papers we have counts for
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On the probability-quality paradox in language generation
Clara Meister, Gian Wiher, Tiago Pimentel +1
When generating natural language from neural probabilistic models, high probability does not always coincide with high quality: It has often been observed that mode-seeking decodin…
On Decoding Strategies for Neural Text Generators
Gian Wiher, Clara Meister, Ryan Cotterell
When generating text from probabilistic models, the chosen decoding strategy has a profound effect on the resulting text. Yet the properties elicited by various decoding strategies…
Locally Typical Sampling
Clara Meister, Tiago Pimentel, Gian Wiher +1
Today's probabilistic language generators fall short when it comes to producing coherent and fluent text despite the fact that the underlying models perform well under standard met…